Gianluca Demartini

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 142

Top Venues

University of Hanover (PHD)

Education History

University of Hanover

PHD

Publications

Guglielmo Faggioli, Laura Dietz, Charles L. A. Clarke, Gianluca Demartini, Matthias Hagen, Claudia Hauff, Noriko Kando, Evangelos Kanoulas, Martin Potthast, Benno Stein, Henning Wachsmuth
Who Determines What Is Relevant? Humans or AI? Why Not Both? Commun. ACM 67 (4) (2024)
Gianluca Demartini, Shazia Sadiq, Jie Yang
Editorial: Special Issue on Human in the Loop Data Curation. ACM J. Data Inf. Qual. 16 (1) (2024)
Jiechen Xu, Lei Han, Shazia Sadiq, Gianluca Demartini
On the Role of Large Language Models in Crowdsourcing Misinformation Assessment. ICWSM (2024)
Catherine Sai, Shazia W. Sadiq, Lei Han, Gianluca Demartini, Stefanie Rinderle-Ma
Which Legal Requirements are Relevant to a Business Process? Comparing AI-Driven Methods as Expert Aid. RCIS (1) (2024)
Catherine Sai, Shazia Wasim Sadiq, Lei Han, Gianluca Demartini, Stefanie Rinderle-Ma
Identification of Regulatory Requirements Relevant to Business Processes: A Comparative Study on Generative AI, Embedding-based Ranking, Crowd and Expert-driven Methods. CoRR (2024)
Evgenia Christoforou, Gianluca Demartini, Jahna Otterbacher
Generative AI in Crowdwork for Web and Social Media Research: A Survey of Workers at Three Platforms. ICWSM (2024)
Hongliang Ni, Lei Han, Tong Chen, Shazia W. Sadiq, Gianluca Demartini
Fairness without Sensitive Attributes via Knowledge Sharing. FAccT (2024)
Elyas Meguellati, Lei Han, Abraham Bernstein, Shazia W. Sadiq, Gianluca Demartini
How Good are LLMs in Generating Personalized Advertisements? WWW (Companion Volume) (2024)
Linh Le, Minh-Tien Nguyen, Khai Phan Tran, Genghong Zhao, Xia Zhang, Guido Zuccon, Gianluca Demartini
Stochastic Featurization for Active Learning. TAI4H (2024)
Michael Soprano, Kevin Roitero, David La Barbera, Davide Ceolin, Damiano Spina, Gianluca Demartini, Stefano Mizzaro
Cognitive Biases in Fact-Checking and Their Countermeasures: A Review. Inf. Process. Manag. 61 (2) (2024)
Kevin Roitero, David La Barbera, Michael Soprano, Gianluca Demartini, Stefano Mizzaro, Tetsuya Sakai
How Many Crowd Workers Do I Need? On Statistical Power when Crowdsourcing Relevance Judgments. ACM Trans. Inf. Syst. 42 (1) (2024)
Hrishikesh Patel, Tianwa Chen, Ivano Bongiovanni, Gianluca Demartini
Estimating Gender Completeness in Wikipedia. CoRR (2024)
Tong Chen, Danny Wang, Xurong Liang, Marten Risius, Gianluca Demartini, Hongzhi Yin
Hate Speech Detection with Generalizable Target-aware Fairness. KDD (2024)
David La Barbera, Eddy Maddalena, Michael Soprano, Kevin Roitero, Gianluca Demartini, Davide Ceolin, Damiano Spina, Stefano Mizzaro
Crowdsourced Fact-checking: Does It Actually Work? Inf. Process. Manag. 61 (5) (2024)
Gianluca Demartini, Kevin Roitero, Stefano Mizzaro
Data Bias Management. Commun. ACM 67 (1) (2024)
Tong Chen, Danny Wang, Xurong Liang, Marten Risius, Gianluca Demartini, Hongzhi Yin
Hate Speech Detection with Generalizable Target-aware Fairness. CoRR (2024)
Jiechen Xu, Lei Han, Shazia Wasim Sadiq, Gianluca Demartini
On the Impact of Showing Evidence from Peers in Crowdsourced Truthfulness Assessments. ACM Trans. Inf. Syst. 42 (3) (2024)
Linh Le, Genghong Zhao, Xia Zhang, Guido Zuccon, Gianluca Demartini
CoLAL: Co-learning Active Learning for Text Classification. AAAI (2024)
Yunke Qu, Kevin Roitero, David La Barbera, Damiano Spina, Stefano Mizzaro, Gianluca Demartini
Combining Human and Machine Confidence in Truthfulness Assessment. ACM J. Data Inf. Qual. 15 (1) (2023)
Lei Han, Tianwa Chen, Gianluca Demartini, Marta Indulska, Shazia Sadiq
A Data-Driven Analysis of Behaviors in Data Curation Processes. ACM Trans. Inf. Syst. 41 (3) (2023)
Jiechen Xu, Lei Han, Shazia Sadiq, Gianluca Demartini
On the role of human and machine metadata in relevance judgment tasks. Inf. Process. Manag. 60 (2) (2023)
Damiano Spina, Mark Sanderson, Daniel Angus, Gianluca Demartini, Dana McKay, Lauren L. Saling, Ryen W. White
Human-AI Cooperation to Tackle Misinformation and Polarization. Commun. ACM 66 (7) (2023)
Ryan Harvey, Rémi Lebret, Stéphane Massonnet, Karl Aberer, Gianluca Demartini
Firearms on Twitter: A Novel Object Detection Pipeline. ICWSM (2023)
Christine Bauer, Ben Carterette, Nicola Ferro, Norbert Fuhr, Joeran Beel, Timo Breuer, Charles L. A. Clarke, Anita Crescenzi, Gianluca Demartini, Giorgio Maria Di Nunzio, Laura Dietz, Guglielmo Faggioli, Bruce Ferwerda, Maik Fröbe, Matthias Hagen, Allan Hanbury, Claudia Hauff, Dietmar Jannach, Noriko Kando, Evangelos Kanoulas, Bart P. Knijnenburg, Udo Kruschwitz, Meijie Li, Maria Maistro, Lien Michiels, Andrea Papenmeier, Martin Potthast, Paolo Rosso, Alan Said, Philipp Schaer, Christin Seifert, Damiano Spina, Benno Stein, Nava Tintarev, Julián Urbano, Henning Wachsmuth, Martijn C. Willemsen, Justin Zobel
Report on the Dagstuhl Seminar on Frontiers of Information Access Experimentation for Research and Education. SIGIR Forum 57 (1) (2023)
Luca Righes, Mohammed Saeed, Gianluca Demartini, Paolo Papotti
The Community Notes Observatory: Can Crowdsourced Fact-Checking be Trusted in Practice? WWW (Companion Volume) (2023)
Guglielmo Faggioli, Laura Dietz, Charles L. A. Clarke, Gianluca Demartini, Matthias Hagen, Claudia Hauff, Noriko Kando, Evangelos Kanoulas, Martin Potthast, Benno Stein, Henning Wachsmuth
Perspectives on Large Language Models for Relevance Judgment. ICTIR (2023)
Linh Le, Gianluca Demartini, Guido Zuccon, Genghong Zhao, Xia Zhang
Active learning with feature matching for clinical named entity recognition. Nat. Lang. Process. J. 4 (2023)
Kevin Roitero, Michael Soprano, Beatrice Portelli, Massimiliano De Luise, Damiano Spina, Vincenzo Della Mea, Giuseppe Serra, Stefano Mizzaro, Gianluca Demartini
Can the crowd judge truthfulness? A longitudinal study on recent misinformation about COVID-19. Pers. Ubiquitous Comput. 27 (1) (2023)
Gianluca Demartini, Kevin Roitero, Stefano Mizzaro
Data Bias Management. CoRR (2023)
Guglielmo Faggioli, Laura Dietz, Charles L. A. Clarke, Gianluca Demartini, Matthias Hagen, Claudia Hauff, Noriko Kando, Evangelos Kanoulas, Martin Potthast, Benno Stein, Henning Wachsmuth
Perspectives on Large Language Models for Relevance Judgment. CoRR (2023)
Aki Barry, Lei Han, Gianluca Demartini
On the Impact of Data Quality on Image Classification Fairness. SIGIR (2023)
Shaochen Yu, Tianwa Chen, Lei Han, Gianluca Demartini, Shazia Sadiq
DataOps-4G: On Supporting Generalists in Data Quality Discovery. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Erik Brand, Kevin Roitero, Michael Soprano, Afshin Rahimi, Gianluca Demartini
A Neural Model to Jointly Predict and Explain Truthfulness of Statements. ACM J. Data Inf. Qual. 15 (1) (2023)
Aki Barry, Lei Han, Gianluca Demartini
On the Impact of Data Quality on Image Classification Fairness. CoRR (2023)
Tianwa Chen, Gianluca Demartini, Marta Indulska, Shazia Sadiq
Exploring Data Workers' Behaviours in Data Quality Discovery. ACIS (2023)
Shaochen Yu, Lei Han, Marta Indulska, Shazia W. Sadiq, Gianluca Demartini
Human-in-the-loop Regular Expression Extraction for Single Column Format Inconsistency. WWW (2023)
Hatim Lahza, Hassan Khosravi, Gianluca Demartini
Analytics of learning tactics and strategies in an online learnersourcing environment. J. Comput. Assist. Learn. 39 (1) (2023)
Shazia Wasim Sadiq, Amir Aryani, Gianluca Demartini, Wen Hua, Marta Indulska, Andrew Burton-Jones, Hassan Khosravi, Diana Benavides Prado, Timos Sellis, Ida Asadi Someh, Rhema Vaithianathan, Sen Wang, Xiaofang Zhou
Information Resilience: the nexus of responsible and agile approaches to information use. VLDB J. 31 (5) (2022)
David La Barbera, Kevin Roitero, Joel Mackenzie, Damiano Spina, Gianluca Demartini, Stefano Mizzaro
BUM at CheckThat!-2022: A Composite Deep Learning Approach to Fake News Detection using Evidence Retrieval. CLEF (Working Notes) (2022)
Kevin Roitero, Alessandro Checco, Stefano Mizzaro, Gianluca Demartini
Preferences on a Budget: Prioritizing Document Pairs when Crowdsourcing Relevance Judgments. WWW (2022)
Shaoyang Fan, Lei Han, Gianluca Demartini, Shazia W. Sadiq
Exploring Data Literacy Levels in the Crowd - the Case of COVID-19. ICWSM (2022)
Linh Le, Guido Zuccon, Genghong Zhao, Gianluca Demartini, Xia Zhang
Leveraging Semantic Type Dependencies for Medical Named Entity Recognition. AMIA (2022)
Hatim Lahza, Hassan Khosravi, Gianluca Demartini
Incorporating AI and Analytics to Derive Insights from E-exam Logs. AIED (1) (2022)
Gianluca Demartini, Jie Yang, Shazia W. Sadiq
Report on the 1st Workshop on Human-in-the-Loop Data Curation (HIL-DC 2022) at CIKM 2022. SIGIR Forum 56 (2) (2022)
Mohammed Saeed, Nicolas Traub, Maelle Nicolas, Gianluca Demartini, Paolo Papotti
Crowdsourced Fact-Checking at Twitter: How Does the Crowd Compare With Experts? CoRR (2022)
Shaoyang Fan, Pinar Barlas, Evgenia Christoforou, Jahna Otterbacher, Shazia W. Sadiq, Gianluca Demartini
Socio-Economic Diversity in Human Annotations. WebSci (2022)
Ajay Hemanth Sampath Kumar, Aminath Shausan, Gianluca Demartini, Afshin Rahimi
Automatic Identification of 5C Vaccine Behaviour on Social Media. W-NUT@COLING (2022)
Sara Ceschia, Kevin Roitero, Gianluca Demartini, Stefano Mizzaro, Luca Di Gaspero, Andrea Schaerf
Task design in complex crowdsourcing experiments: Item assignment optimization. Comput. Oper. Res. 148 (2022)
Jiechen Xu, Lei Han, Shaoyang Fan, Shazia W. Sadiq, Gianluca Demartini
Does Evidence from Peers Help Crowd Workers in Assessing Truthfulness? WWW (Companion Volume) (2022)
Mohammed Saeed, Nicolas Traub, Maelle Nicolas, Gianluca Demartini, Paolo Papotti
Crowdsourced Fact-Checking at Twitter: How Does the Crowd Compare With Experts? CIKM (2022)
Gianluca Demartini, Jie Yang, Shazia W. Sadiq
Workshop on Human-in-the-loop Data Curation. CIKM (2022)
Hatim Lahza, Hassan Khosravi, Gianluca Demartini, Dragan Gasevic
Effects of Technological Interventions for Self-regulation: A Control Experiment in Learnersourcing. LAK (2022)
Periklis Perikleous, Andreas Kafkalias, Zenonas Theodosiou, Pinar Barlas, Evgenia Christoforou, Jahna Otterbacher, Gianluca Demartini, Andreas Lanitis
How Does the Crowd Impact the Model? A Tool for Raising Awareness of Social Bias in Crowdsourced Training Data. CIKM (2022)
Kevin Roitero, Michael Soprano, Beatrice Portelli, Massimiliano De Luise, Damiano Spina, Vincenzo Della Mea, Giuseppe Serra, Stefano Mizzaro, Gianluca Demartini
Can the Crowd Judge Truthfulness? A Longitudinal Study on Recent Misinformation about COVID-19. CoRR (2021)
Yunke Qu, Kevin Roitero, Stefano Mizzaro, Damiano Spina, Gianluca Demartini
Human-in-the-Loop Systems for Truthfulness: A Study of Human and Machine Confidence. TTO (2021)
Michael Soprano, Kevin Roitero, David La Barbera, Davide Ceolin, Damiano Spina, Stefano Mizzaro, Gianluca Demartini
The Many Dimensions of Truthfulness: Crowdsourcing Misinformation Assessments on a Multidimensional Scale. CoRR (2021)
Lei Han, Kevin Roitero, Ujwal Gadiraju, Cristina Sarasua, Alessandro Checco, Eddy Maddalena, Gianluca Demartini
The Impact of Task Abandonment in Crowdsourcing. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
Le Thai Linh, Minh-Tien Nguyen, Guido Zuccon, Gianluca Demartini
Loss-based Active Learning for Named Entity Recognition. IJCNN (2021)
Solmaz Abdi, Hassan Khosravi, Shazia W. Sadiq, Gianluca Demartini
Evaluating the Quality of Learning Resources: A Learnersourcing Approach. IEEE Trans. Learn. Technol. 14 (1) (2021)
Gianluca Demartini, Kevin Roitero, Stefano Mizzaro
Managing Bias in Human-Annotated Data: Moving Beyond Bias Removal. CoRR (2021)
Erik Brand, Kevin Roitero, Michael Soprano, Gianluca Demartini
E-BART: Jointly Predicting and Explaining Truthfulness. TTO (2021)
Jaiden Harding, Tom Bridge, Gianluca Demartini
CoralExp: An Explainable System to Support Coral Taxonomy Research. ECIR (2) (2021)
Lei Han, Xiao Dong, Gianluca Demartini
Iterative Human-in-the-Loop Discovery of Unknown Unknowns in Image Datasets. HCOMP (2021)
Rudra Sawant, Gianluca Demartini, Tom Bridge
Hierarchical Clustering of Corals using Image Clustering. ADCS (2021)
Jorge Ramírez, Burcu Sayin, Marcos Báez, Fabio Casati, Luca Cernuzzi, Boualem Benatallah, Gianluca Demartini
On the state of reporting in crowdsourcing experiments and a checklist to aid current practices. CoRR (2021)
Lei Han, Rudra Sawant, Shaoyang Fan, Glenn Kefford, Gianluca Demartini
An Analysis of the Australian Political Discourse in Sponsored Social Media Content. ADCS (2021)
Jorge Ramírez, Burcu Sayin, Marcos Báez, Fabio Casati, Luca Cernuzzi, Boualem Benatallah, Gianluca Demartini
On the State of Reporting in Crowdsourcing Experiments and a Checklist to Aid Current Practices. Proc. ACM Hum. Comput. Interact. 5 (CSCW2) (2021)
Michael Soprano, Kevin Roitero, David La Barbera, Davide Ceolin, Damiano Spina, Stefano Mizzaro, Gianluca Demartini
The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale. Inf. Process. Manag. 58 (6) (2021)
Hassan Khosravi, Gianluca Demartini, Shazia W. Sadiq, Dragan Gasevic
Charting the Design and Analytics Agenda of Learnersourcing Systems. LAK (2021)
Hui Zhou, Gianluca Demartini, Marta Indulska, Shazia W. Sadiq
Evaluating the Quality of Repurposed Data - The Role of Metadata. ACIS (2021)
Lei Han, Eddy Maddalena, Alessandro Checco, Cristina Sarasua, Ujwal Gadiraju, Kevin Roitero, Gianluca Demartini
Crowd Worker Strategies in Relevance Judgment Tasks. WSDM (2020)
Wasim Ahmed, Peter A. Bath, Laura Sbaffi, Gianluca Demartini
Zika Outbreak of 2016: Insights from Twitter. HCI (15) (2020)
Edgar Meij, Tara Safavi, Chenyan Xiong, Gianluca Demartini, Miriam Redi, Fatma Özcan
Proceedings of the KG-BIAS Workshop 2020 at AKBC 2020. CoRR (2020)
Lei Han, Alessandro Checco, Djellel Eddine Difallah, Gianluca Demartini, Shazia Wasim Sadiq
Modelling User Behavior Dynamics with Embeddings. CIKM (2020)
David La Barbera, Kevin Roitero, Gianluca Demartini, Stefano Mizzaro, Damiano Spina
Crowdsourcing Truthfulness: The Impact of Judgment Scale and Assessor Bias. ECIR (2) (2020)
Lei Han, Tianwa Chen, Gianluca Demartini, Marta Indulska, Shazia W. Sadiq
On Understanding Data Worker Interaction Behaviors. SIGIR (2020)
Sihem Amer-Yahia, Senjuti Basu Roy, Lei Chen, Atsuyuki Morishima, James Abello Monedero, Pierre Bourhis, François Charoy, Marina Danilevsky, Gautam Das, Gianluca Demartini, Shady Elbassuoni, David Gross-Amblard, Emilie Hoareau, Munenari Inoguchi, Jared B. Kenworthy, Itaru Kitahara, Dongwon Lee, Yunyao Li, Ria Mae Borromeo, Paolo Papotti, H. Raghav Rao, Sudeepa Roy, Pierre Senellart, Keishi Tajima, Saravanan Thirumuruganathan, Marion Tommasi, Kazutoshi Umemoto, Andrea Wiggins, Koichiro Yoshida
Making AI Machines Work for Humans in FoW. SIGMOD Rec. 49 (2) (2020)
Tara Safavi, Edgar Meij, Fatma Özcan, Miriam Redi, Gianluca Demartini, Chenyan Xiong
Report on the first workshop on bias in automatic knowledge graph construction at AKBC 2020. SIGIR Forum 54 (2) (2020)
Alessandro Checco, Jo Bates, Gianluca Demartini
Adversarial Attacks on Crowdsourcing Quality Control. J. Artif. Intell. Res. 67 (2020)
Tianwa Chen, Lei Han, Gianluca Demartini, Marta Indulska, Shazia W. Sadiq
Building Data Curation Processes with Crowd Intelligence. CAiSE Forum (2020)
Kevin Roitero, Michael Soprano, Shaoyang Fan, Damiano Spina, Stefano Mizzaro, Gianluca Demartini
Can The Crowd Identify Misinformation Objectively? The Effects of Judgment Scale and Assessor's Background. CoRR (2020)
Kevin Roitero, Michael Soprano, Beatrice Portelli, Damiano Spina, Vincenzo Della Mea, Giuseppe Serra, Stefano Mizzaro, Gianluca Demartini
The COVID-19 Infodemic: Can the Crowd Judge Recent Misinformation Objectively? CoRR (2020)
Kevin Roitero, Michael Soprano, Beatrice Portelli, Damiano Spina, Vincenzo Della Mea, Giuseppe Serra, Stefano Mizzaro, Gianluca Demartini
The COVID-19 Infodemic: Can the Crowd Judge Recent Misinformation Objectively? CIKM (2020)
Md. Mostafizur Rahman, Atsuhiro Takasu, Gianluca Demartini
Representation learning for entity type ranking. SAC (2020)
Xiao Dong, Huaxiang Zhang, Gianluca Demartini
A Region Selection Model to Identify Unknown Unknowns in Image Datasets. ECAI (2020)
Gianluca Demartini, Stefano Mizzaro, Damiano Spina
Human-in-the-loop Artificial Intelligence for Fighting Online Misinformation: Challenges and Opportunities. IEEE Data Eng. Bull. 43 (3) (2020)
Humaira Ehsan, Mohamed A. Sharaf, Gianluca Demartini
QuRVe: Query Refinement for View Recommendation in Visual Data Exploration. ADBIS (Short Papers) (2020)
Kevin Roitero, Michael Soprano, Shaoyang Fan, Damiano Spina, Stefano Mizzaro, Gianluca Demartini
Can The Crowd Identify Misinformation Objectively?: The Effects of Judgment Scale and Assessor's Background. SIGIR (2020)
Shaoyang Fan, Ujwal Gadiraju, Alessandro Checco, Gianluca Demartini
CrowdCO-OP: Sharing Risks and Rewards in Crowdsourcing. Proc. ACM Hum. Comput. Interact. 4 (CSCW2) (2020)
Ujwal Gadiraju, Gianluca Demartini, Ricardo Kawase, Stefan Dietze
Crowd Anatomy Beyond the Good and Bad: Behavioral Traces for Crowd Worker Modeling and Pre-selection. Comput. Support. Cooperative Work. 28 (5) (2019)
Alessandro Checco, Jo Bates, Gianluca Demartini
Quality Control Attack Schemes in Crowdsourcing. IJCAI (2019)
Rehab K. Qarout, Alessandro Checco, Gianluca Demartini, Kalina Bontcheva
Platform-Related Factors in Repeatability and Reproducibility of Crowdsourcing Tasks. HCOMP (2019)
Lei Han, Kevin Roitero, Ujwal Gadiraju, Cristina Sarasua, Alessandro Checco, Eddy Maddalena, Gianluca Demartini
All Those Wasted Hours: On Task Abandonment in Crowdsourcing. WSDM (2019)
Michael Luggen, Djellel Eddine Difallah, Cristina Sarasua, Gianluca Demartini, Philippe Cudré-Mauroux
Non-Parametric Class Completeness Estimators for Collaborative Knowledge Graphs - The Case of Wikidata. CoRR (2019)
Jimmy, Guido Zuccon, Bevan Koopman, Gianluca Demartini
Health Cards for Consumer Health Search. SIGIR (2019)
Ujwal Gadiraju, Mahdi Bohlouli, Gianluca Demartini, Anoush Margaryan
JobNoW'19 - 1st International Workshop on Job Knowledge Discovery on the Web & Social Media. HT (2019)
Jimmy, Guido Zuccon, Bevan Koopman, Gianluca Demartini
Health Cards to Assist Decision Making in Consumer Health Search. AMIA (2019)
Gianluca Demartini
Knowledge Graph Quality Management. SeWeBMeDa@ISWC (2019)
Jimmy, Guido Zuccon, Bevan Koopman, Gianluca Demartini
Health Card Retrieval for Consumer Health Search: An Empirical Investigation of Methods. CIKM (2019)
Lei Han, Kevin Roitero, Eddy Maddalena, Stefano Mizzaro, Gianluca Demartini
On Transforming Relevance Scales. CIKM (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gianluca Demartini